satellite-data

There are 11 repositories under satellite-data topic.

techniques
satellite-image-deep-learning / techniques
Techniques for deep learning with satellite & aerial imagery
convolutional-neural-networks dataset datasets deep-learning deep-neural-networks earth-observation image-classification keras machine-learning object-detection python pytorch remote-sensing satellite-data satellite-imagery satellite-images sentinel tensorflow
8316
felicette
plant99 / felicette
Satellite imagery for dummies.
earth-observation earth-science geoinformatics geospatial geospatial-data geospatial-visualization gis python python3 satellite-data satellite-imagery satellite-images
Language:Python 1819
acgeospatial / awesome-earthobservation-code
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
awesome-list awesome earth-observation satellite-imagery google-earth-engine geospatial-data satellite-data remote-sensing
Language:HTML 1191
datasets
satellite-image-deep-learning / datasets
Datasets for deep learning with satellite & aerial imagery
datasets remote-sensing earth-observation satellite-data satellite-imagery sentinel
603
johntruckenbrodt / pyroSAR
framework for large-scale SAR satellite data processing
radar sar gdal spatialite sar-satellite-data python remote-sensing snap satellite-data earth-observation
Language:Python 493
Satellite_Imagery_Analysis
syamkakarla98 / Satellite_Imagery_Analysis
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
3d-cnn analysis classification clustering data-analysis data-visualization deep-learning find-insights hacktoberfest hacktoberfest-accepted mahine-learning python python3 remote-sensing satellite-data satellite-imagery satellite-imagery-analysis
Language:Jupyter Notebook 233
aitlas
biasvariancelabs / aitlas
AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
artificial-intelligence classification deep-learning earth-observation machine-learning remote-sensing dataset deep-neural-networks image-classification object-detection pytorch satellite-data satellite-images segmentation sentinel computer-vision geospatial models vision-transformer
Language:Python 187
goes2go
blaylockbk / goes2go
Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.
goes glm xarray goes-satellite noaa-satellite python big-data-program goes-16 goes-17 satellite-imagery satellite satellite-data netcdf download open-data
Language:Python 186
pylandtemp / pylandtemp
Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.
remote-sensing geospatial satellite-images satellite-data python geodata landsat-data satellite-imagery-analysis landsat-8 landsat nasa-data nasa-api raster climate earth-observation earth-science image-processing
Language:Python 169
pysat / pysat
Generalized data analysis workflow via a consistent easy to use interface.
space satellite-data space-science measurements python netcdf nasa-data science-research ionosphere magnetosphere thermosphere radar-measurements nasa cubesat plasma electric-fields
Language:Python 150
Jimut123 / jimutmap
API to get enormous amount of high resolution satellite images from satellites.pro quickly through multi-threading! create map your own map dataset. Bringing data to Humans.
scraping satellite images high resolution api geo satellite-data multithreading enormous dataset ml scrape beautifulsoup4 fake-header image jimutmap areal-image deep-learning-dataset segmentation-mask
Language:Python 143
ameraner / dsen2-cr
DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.
sar cloud-removal optical satellite-imagery satellite-data sentinel sentinel-2 sentinel-1 deep-learning residual-neural-network satellite
Language:Python 132
opengeos / NASA-Earth-Data
A comprehensive list of NASA Earth science data products
cloud-optimized-geotiff earth-science geospatial nasa-data satellite-data satellite-imagery
Language:Jupyter Notebook 129
arthur-e / unmixing
Interactive tools for spectral mixture analysis of multispectral raster data in Python
lsma raster remote-sensing multispectral-images earth-observation spectral-mixture-analysis satellite-imagery satellite-data
Language:Python 105
Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data
jasonmanesis / Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data
Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.
ship-detection synthetic-aperture-radar deep-learning computer-vision satellite-data hrsid detectron2 faster-rcnn yolov5 rotated-bounding-boxes
Language:Jupyter Notebook 103
eodash
eurodatacube / eodash
Software behind the RACE dashboard by ESA and the European Commission (https://race.esa.int), the Green Transition Information Factory - GTIF (https://gtif.esa.int), as well as the Earth Observing Dashboard by NASA, ESA, and JAXA (https://eodashboard.org)
earthobservation esa european-commission european-union jaxa nasa satellite-data green-deal
Language:Vue 91
VSainteuf / lightweight-temporal-attention-pytorch
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification
deep-learning deep-neural-networks deeplearning self-attention satellite satellite-imagery satellite-data time-series classification pytorch remote-sensing time-series-classification machine-learning
Language:Python 87
aitlas-arena
biasvariancelabs / aitlas-arena
An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO)
computer-vision dataset deep-learning deep-neural-networks earth-observation geospatial geospatial-analysis geospatial-data image-classification machine-learning models pytorch remote-sensing satelite-images satellite-data satellite-imagery sentinel sentinel-2 vision-transformer
76
ayushdabra / dubai-satellite-imagery-segmentation
Multi-Class Semantic Segmentation on Dubai's Satellite Images.
computer-vision convolutional-neural-networks deep-learning image-segmentation keras machine-learning satellite-data satellite-imagery semantic-segmentation tensorflow2
Language:Jupyter Notebook 73
PatrickTUM / SEN12MS-CR-TS
optical radar remote-sensing sar satellite satellite-data satellite-imagery sentinel sentinel-1 sentinel-2 cloud-removal inpainting image-reconstruction
Language:Python 69
AnSyn / ansyn
End-to-end solution for overhead image analysis
gis image-analysis overhead-image-analysis satellite-data
Language:TypeScript 57
bilelomrani1 / s5p-tools
Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission
python sentinel-5p air-quality air-pollution remote-sensing satellite-data earth-observation s5p esa
Language:Python 57
kaust-halo / geeet
Evapotranspiration (ET) models for use in python and with integration into Google Earth Engine
evapotranspiration evaporation satellite-data google-earth-engine remote-sensing gee tseb
Language:Python 51
spatialstatisticsupna / RGISTools
Tools for Downloading, Customizing, and Processing Time Series of Satellite Images from Landsat, MODIS, and Sentinel
satellite-imagery satellite-data gap-filling smoothing
Language:R 51
PatrickTUM / UnCRtainTS
cloud-removal image-processing image-reconstruction inpainting optical radar remote-sensing sar satellite satellite-data satellite-imagery sentinel sentinel-1 sentinel-2 uncertainty uncertainty-estimation uncertainty-quantification
Language:Python 47
dlr-eoc / ukis-csmask
UKIS Cloud Shadow MASK
gis satellite-data cloud-shadow ukis earth-observation cloud-shadow-mask
Language:Python 46
SlideRuleEarth / sliderule-python
SlideRule Earth Example Notebooks: On-demand, cloud-based processing of satellite mission data (NASA ICESat-2, GEDI, ArcticDEM/REMA, HLS)
icesat-2 nasa satellite-data elevation-data gedi python
Language:Shell 41
Spatial-Data-Science-and-GEO-AI-Lab / GreenExp_R
This is a R toolkit and developer version package to estimate multidimensional aspects of greenness and nature exposure, such as availability, accessibility and visibility using various geospatial data and models
greenspace nature osm satellite-data spatial-analysis spatialdata
Language:R 39
tpark94 / speedplusbaseline
PyTorch implementations of CNNs and domain-bridging algorithms used in baseline studies of SPEED+ dataset
pose-estimation satellite-data domain-adaptation convolutional-neural-networks
Language:Python 38
satellite-image-deep-learning / annotation
Annotation of datasets for deep learning applied to satellite and aerial imagery
annotation dataset-generation datasets satellite-data satellite-imagery software
36
skypodolsky / ground-station-core
All-in-one open-source utility for SDR-based satellite tracking. All you need to establish your own ground station with your equipment.
sdr hackrf noaa weather satellites tracking ground station groundstation rtl-sdr stations amateur radio raspberry-pi amateur-radio satellite satellite-data satellite-tracking satellite-prediction apt
Language:C 35
egemenimre / ccsds-ndm
CCSDS Navigation Data Messages Read/Write Library
xml xsd-schema ccsds ccsds-standards python orbit orbital-mechanics attitude satellite-data
Language:Python 32
ocean-data-challenges / 2020a_SSH_mapping_NATL60
A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.
dataset benchmark oceanography machine-learning satellite-data
Language:Jupyter Notebook 32
Seyed-Ali-Ahmadi / Python-for-Remote-Sensing
python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.
lidar lidar-point-cloud point-cloud remote-sensing satellite-imagery satellite-images satellite-data python gdal-python gdal gdal-python-libraries pdal python-pdal scikit-learn hyperspectral-image-classification hyperspectral-imaging multispectral-images spacenet-dataset deep-learning machine-learning
Language:Jupyter Notebook 32
TruSat / trusat-backend
satellite satellite-data satellite-tracking satellites space python flask-backend flask ethereum open-data opensource orbit-determination open-source
Language:Python 32
BMSVieira / nmea.js
Javascript NMEA Parser
gps javascript javascript-library nmea nmea-parser nmea-sentences nmea0183 nmea2000 satellite-data
Language:JavaScript 31

satellite-data

satellite-image-deep-learning / techniques

plant99 / felicette

acgeospatial / awesome-earthobservation-code

satellite-image-deep-learning / datasets

johntruckenbrodt / pyroSAR

syamkakarla98 / Satellite_Imagery_Analysis

biasvariancelabs / aitlas

blaylockbk / goes2go

pylandtemp / pylandtemp

pysat / pysat

Jimut123 / jimutmap

ameraner / dsen2-cr

opengeos / NASA-Earth-Data

arthur-e / unmixing

jasonmanesis / Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data

eurodatacube / eodash

VSainteuf / lightweight-temporal-attention-pytorch

biasvariancelabs / aitlas-arena

ayushdabra / dubai-satellite-imagery-segmentation

PatrickTUM / SEN12MS-CR-TS

AnSyn / ansyn

bilelomrani1 / s5p-tools

kaust-halo / geeet

spatialstatisticsupna / RGISTools

PatrickTUM / UnCRtainTS

dlr-eoc / ukis-csmask

SlideRuleEarth / sliderule-python

Spatial-Data-Science-and-GEO-AI-Lab / GreenExp_R

tpark94 / speedplusbaseline

satellite-image-deep-learning / annotation

skypodolsky / ground-station-core

egemenimre / ccsds-ndm

ocean-data-challenges / 2020a_SSH_mapping_NATL60

Seyed-Ali-Ahmadi / Python-for-Remote-Sensing

TruSat / trusat-backend

BMSVieira / nmea.js